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Graph Neural Network

Papers archive 2025-07-28

archive papers tagged: 3,598 · with a code link: 1,516 · where Syntology ran a sample: 350 (302 with a run with no instrument failure, 48 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (350 of 3,598 tagged: 302 with a run with no instrument failure, 48 where every run was a failure of Syntology's instrument)

Page 30 of 36: papers 2,901 to 3,000 of 3,598, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Learning to Synthesize Volumetric Meshes from Vision-based Tactile Imprints
  29 Mar 2022 0 repositories listed
• Long-term Visual Map Sparsification with Heterogeneous GNN
  29 Mar 2022 0 repositories listed
• Revisiting Neighborhood-based Link Prediction for Collaborative Filtering
  29 Mar 2022 0 repositories listed
• Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability using Tree Search and Graph Neural Networks
  28 Mar 2022 0 repositories listed
• A comparative analysis of Graph Neural Networks and commonly used machine learning algorithms on fake news detection
  26 Mar 2022 0 repositories listed
• LHNN: Lattice Hypergraph Neural Network for VLSI Congestion Prediction
  24 Mar 2022 0 repositories listed
• Ethereum Fraud Detection with Heterogeneous Graph Neural Networks
  23 Mar 2022 0 repositories listed
• 3D Multi-Object Tracking Using Graph Neural Networks with Cross-Edge Modality Attention
  21 Mar 2022 0 repositories listed
• Differentiable Reasoning over Long Stories -- Assessing Systematic Generalisation in Neural Models
  20 Mar 2022 0 repositories listed
• Inspection-L: Self-Supervised GNN Node Embeddings for Money Laundering Detection in Bitcoin
  20 Mar 2022 0 repositories listed
• Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily
  19 Mar 2022 0 repositories listed
• Bike Sharing Demand Prediction based on Knowledge Sharing across Modes: A Graph-based Deep Learning Approach
  18 Mar 2022 0 repositories listed
• Series Photo Selection via Multi-view Graph Learning
  18 Mar 2022 0 repositories listed
• Variational inference of fractional Brownian motion with linear computational complexity
  15 Mar 2022 0 repositories listed
• Supervised Contrastive Learning with Structure Inference for Graph Classification
  15 Mar 2022 0 repositories listed
• Deep Transfer Learning with Graph Neural Network for Sensor-Based Human Activity Recognition
  14 Mar 2022 0 repositories listed
• Towards Neural Sparse Linear Solvers
  14 Mar 2022 0 repositories listed
• Pruned Graph Neural Network for Short Story Ordering
  13 Mar 2022 0 repositories listed
• Graph Neural Networks for Relational Inductive Bias in Vision-based Deep Reinforcement Learning of Robot Control
  11 Mar 2022 0 repositories listed
• Adaptive Trajectory Prediction via Transferable GNN
  9 Mar 2022 0 repositories listed
• SkinningNet: Two-Stream Graph Convolutional Neural Network for Skinning Prediction of Synthetic Characters
  9 Mar 2022 0 repositories listed
• Reinforced MOOCs Concept Recommendation in Heterogeneous Information Networks
  8 Mar 2022 0 repositories listed
• Sparsification and Filtering for Spatial-temporal GNN in Multivariate Time-series
  8 Mar 2022 0 repositories listed
• Unpaired Image Captioning by Image-level Weakly-Supervised Visual Concept Recognition
  7 Mar 2022 0 repositories listed
• Graph Neural Network Enhanced Language Models for Efficient Multilingual Text Classification
  6 Mar 2022 0 repositories listed
• Story Point Effort Estimation by Text Level Graph Neural Network
  6 Mar 2022 0 repositories listed
• On an application of graph neural networks in population based SHM
  3 Mar 2022 0 repositories listed
• Hyperparameter optimization of data-driven AI models on HPC systems
  2 Mar 2022 0 repositories listed
• Learning Intermediate Representations using Graph Neural Networks for NUMA and Prefetchers Optimization
  1 Mar 2022 0 repositories listed
• Machine Learning for Particle Flow Reconstruction at CMS
  1 Mar 2022 0 repositories listed
• Motion-aware Dynamic Graph Neural Network for Video Compressive Sensing
  1 Mar 2022 0 repositories listed
• Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks
  28 Feb 2022 0 repositories listed
• RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation
  28 Feb 2022 0 repositories listed
• Distribution Preserving Graph Representation Learning
  27 Feb 2022 0 repositories listed
• Spatio-Temporal Latent Graph Structure Learning for Traffic Forecasting
  25 Feb 2022 0 repositories listed
• Learning Multi-Object Dynamics with Compositional Neural Radiance Fields
  24 Feb 2022 0 repositories listed
• Cooperative Behavior Planning for Automated Driving using Graph Neural Networks
  23 Feb 2022 0 repositories listed
• Targeting occupant feedback using digital twins: Adaptive spatial-temporal thermal preference sampling to optimize personal comfort models
  22 Feb 2022 0 repositories listed
• Ligandformer: A Graph Neural Network for Predicting Compound Property with Robust Interpretation
  21 Feb 2022 0 repositories listed
• RTGNN: A Novel Approach to Model Stochastic Traffic Dynamics
  21 Feb 2022 0 repositories listed
• A Novel Anomaly Detection Method for Multimodal WSN Data Flow via a Dynamic Graph Neural Network
  19 Feb 2022 0 repositories listed
• Graph Spring Network and Informative Anchor Selection for Session-based Recommendation
  19 Feb 2022 0 repositories listed
• Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting
  18 Feb 2022 0 repositories listed
• Graph Neural Network and Koopman Models for Learning Networked Dynamics: A Comparative Study on Power Grid Transients Prediction
  16 Feb 2022 0 repositories listed
• SecGNN: Privacy-Preserving Graph Neural Network Training and Inference as a Cloud Service
  16 Feb 2022 0 repositories listed
• When Does A Spectral Graph Neural Network Fail in Node Classification?
  16 Feb 2022 0 repositories listed
• Graph Neural Network-Based Scheduling for Multi-UAV-Enabled Communications in D2D Networks
  15 Feb 2022 0 repositories listed
• Aspect Based Sentiment Analysis Using Spectral Temporal Graph Neural Network
  14 Feb 2022 0 repositories listed
• Geometric Graph Representation Learning via Maximizing Rate Reduction
  13 Feb 2022 0 repositories listed
• Learning Asymmetric Embedding for Attributed Networks via Convolutional Neural Network
  13 Feb 2022 0 repositories listed
• Improving Fraud Detection via Hierarchical Attention-based Graph Neural Network
  12 Feb 2022 0 repositories listed
• Neural NID Rules
  12 Feb 2022 0 repositories listed
• From Unsupervised to Few-shot Graph Anomaly Detection: A Multi-scale Contrastive Learning Approach
  11 Feb 2022 0 repositories listed
• Survey on Graph Neural Network Acceleration: An Algorithmic Perspective
  10 Feb 2022 0 repositories listed
• Multimodal Audio-Visual Information Fusion using Canonical-Correlated Graph Neural Network for Energy-Efficient Speech Enhancement
  9 Feb 2022 0 repositories listed
• A Graph Neural Network Framework for Grid-Based Simulation
  5 Feb 2022 0 repositories listed
• Graph Neural Network with Curriculum Learning for Imbalanced Node Classification
  5 Feb 2022 0 repositories listed
• Rediscovering orbital mechanics with machine learning
  4 Feb 2022 0 repositories listed
• Dynamic Virtual Network Embedding Algorithm based on Graph Convolution Neural Network and Reinforcement Learning
  3 Feb 2022 0 repositories listed
• Duplicate Detection in a Knowledge Base with PIKA
  1 Feb 2022 0 repositories listed
• Graph-based Neural Acceleration for Nonnegative Matrix Factorization
  1 Feb 2022 0 repositories listed
• MotifExplainer: a Motif-based Graph Neural Network Explainer
  1 Feb 2022 0 repositories listed
• Semi-supervised 3D Object Detection via Temporal Graph Neural Networks
  1 Feb 2022 0 repositories listed
• An Exploratory Study of Stock Price Movements from Earnings Calls
  31 Jan 2022 0 repositories listed
• Compositional Multi-Object Reinforcement Learning with Linear Relation Networks
  31 Jan 2022 0 repositories listed
• A Theoretical Comparison of Graph Neural Network Extensions
  30 Jan 2022 0 repositories listed
• Image Classification using Graph Neural Network and Multiscale Wavelet Superpixels
  29 Jan 2022 0 repositories listed
• Modeling Complex Dependencies for Session-based Recommendations via Graph Neural Networks
  29 Jan 2022 0 repositories listed
• Rewiring with Positional Encodings for Graph Neural Networks
  29 Jan 2022 0 repositories listed
• RiskNet: Neural Risk Assessment in Networks of Unreliable Resources
  28 Jan 2022 0 repositories listed
• FairEGM: Fair Link Prediction and Recommendation via Emulated Graph Modification
  27 Jan 2022 0 repositories listed
• Causality and Correlation Graph Modeling for Effective and Explainable Session-based Recommendation
  26 Jan 2022 0 repositories listed
• Semi-Supervised GCN for learning Molecular Structure-Activity Relationships
  25 Jan 2022 0 repositories listed
• Chinese Word Segmentation with Heterogeneous Graph Neural Network
  22 Jan 2022 0 repositories listed
• HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting
  22 Jan 2022 0 repositories listed
• Learning Two-Step Hybrid Policy for Graph-Based Interpretable Reinforcement Learning
  21 Jan 2022 0 repositories listed
• Prediction of the electron density of states for crystalline compounds with Atomistic Line Graph Neural Networks (ALIGNN)
  20 Jan 2022 0 repositories listed
• Artificial Intelligence Powered Material Search Engine
  19 Jan 2022 0 repositories listed
• Graph Neural Network-based Android Malware Classification with Jumping Knowledge
  19 Jan 2022 0 repositories listed
• A Short Tutorial on The Weisfeiler-Lehman Test And Its Variants
  18 Jan 2022 0 repositories listed
• An Exploitation of Heterogeneous Graph Neural Network for Extractive Long Document Summarization
  16 Jan 2022 0 repositories listed
• Cross-document Misinformation Detection based on Event Graph Reasoning
  16 Jan 2022 0 repositories listed
• Dynamic Relevance Graph Network for Knowledge-Aware Question Answering
  16 Jan 2022 0 repositories listed
• Extractive Text Summarization with Latent Topics using Heterogeneous Graph Neural Network
  16 Jan 2022 0 repositories listed
• GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction
  16 Jan 2022 0 repositories listed
• Great Truths are Always Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models
  16 Jan 2022 0 repositories listed
• GREENER: Graph Neural Networks for News Media Profiling
  16 Jan 2022 0 repositories listed
• Edge-based Tensor prediction via graph neural networks
  15 Jan 2022 0 repositories listed
• Structure Enhanced Graph Neural Networks for Link Prediction
  14 Jan 2022 0 repositories listed
• Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach
  13 Jan 2022 0 repositories listed
• Better Modeling the Programming World with Code Concept Graphs-augmented Multi-modal Learning
  10 Jan 2022 0 repositories listed
• Cross-view Self-Supervised Learning on Heterogeneous Graph Neural Network via Bootstrapping
  10 Jan 2022 0 repositories listed
• Neuroplastic graph attention networks for nuclei segmentation in histopathology images
  10 Jan 2022 0 repositories listed
• Multi-Robot Collaborative Perception with Graph Neural Networks
  5 Jan 2022 0 repositories listed
• Sparse-Dyn: Sparse Dynamic Graph Multi-representation Learning via Event-based Sparse Temporal Attention Network
  4 Jan 2022 0 repositories listed
• Graph Decipher: A transparent dual-attention graph neural network to understand the message-passing mechanism for the node classification
  4 Jan 2022 0 repositories listed
• Graph Neural Networks for Double-Strand DNA Breaks Prediction
  4 Jan 2022 0 repositories listed
• Neural combinatorial optimization beyond the TSP: Existing architectures under-represent graph structure
  3 Jan 2022 0 repositories listed
• Two-level Graph Neural Network
  3 Jan 2022 0 repositories listed
• LTP: Lane-Based Trajectory Prediction for Autonomous Driving
  1 Jan 2022 0 repositories listed